full screen image/video on front page, then scroll down for menu and site content

I am having trouble locating a plugin or finding out how to create only for the home page, a feature that will have a full screen image or autoplaying video, but when the user scrolls down the rest of the site is there, so they have access to menu and site content.

Example webpage that have this functionality: http://mollyandmepecans.com/